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NeuroGaz

swMATH ID: 6585
Software Authors: Le Goc, Marc; Gaeta, Michel
Description: Modelling structures in generic space, a condition for adaptiveness of monitoring cognitive agent The adaptiveness of agents is one of the basic conditions for the autonomy. This paper describes an approach of adaptiveness for monitoring cognitive Aaents based on the notion of “generic spaces”. This notion allows the definition of virtual “generic processes” so that any particular actual process is then a simple configuration of the “generic process”, that is to say a set of values of parameters. Consequently, “generic domain ontology” containing the generic knowledge for solving problems concerning the “generic process” can be developed. This lead to the design of “generic monitoring cognitive agent”, a class of agent in which the whole knowledge corpus is generic. In other words, modeling a process within a generic space becomes configuring a “generic process” and adaptiveness becomes genericity, that is to say independence regarding technology. In this paper, we present an application of this approach on Sachem, a generic monitoring cognitive agent designed in order to help the operators in operating a blast furnace. Specifically, the “NeuroGaz” module of Sachem will be used to present the notion of a “generic blast furnace”. The adaptiveness of Sachem can then be noted through the low cost of the deployment of a Sachem instance on different blast furnaces and the ability of “NeuroGaz” in solving problem and learning from various top gas instrumentation.
Homepage: http://dl.acm.org/citation.cfm?id=1046365
Keywords: autonomous agent; cognitive agent; expert systems; diagnosis; monitoring
Related Software: CommonKADS
Cited in: 0 Publications

Standard Articles

1 Publication describing the Software Year
Modelling structures in generic space, a condition for adaptiveness of monitoring cognitive agent
Le Goc, Marc; Gaeta, Michel
2004